Ziyue Zou

Enhanced Sampling with Machine Learning

Mehdi Shams, Zachary A. Smith, Lukas Herron et al. · Annual Review of Physical Chemistry · 2024 · 98 citations · Full text

Engineering, Machine Learning, Enhanced Sampling +19

Driving and characterizing nucleation of urea and glycine polymorphs in water

Ziyue Zou, Eric R. Beyerle, Sun-Ting Tsai et al. · Proceedings of the National Academy of Sciences · 2023 · 40 citations · Full text

Recent advances in describing and driving crystal nucleation using machine learning and artificial intelligence

Eric R. Beyerle, Ziyue Zou, Pratyush Tiwary · Current Opinion in Solid State and Materials Science · 2023 · 22 citations · Full text

Artificial Intelligence, Crystal Structure, Crystal Nucleation +8

Toward Automated Sampling of Polymorph Nucleation and Free Energies with the SGOOP and Metadynamics

Ziyue Zou, Sun-Ting Tsai, Pratyush Tiwary · The Journal of Physical Chemistry B · 2021 · 17 citations · Full text

Is the Local Ion Density Sufficient to Drive NaCl Nucleation from the Melt and Aqueous Solution?

Ruiyu Wang, Shams Mehdi, Ziyue Zou et al. · The Journal of Physical Chemistry B · 2024 · 14 citations · Full text

Engineering, Computational Chemistry, Chemistry +18